Impact of Legal Requirements on Explainability in Machine Learning

Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

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Original language	English
Title of host publication	ICML Law & Machine Learning Workshop
Publication status	Accepted/In press - 2020
Event	Thirty-seventh International Conference on Machine Learning: ICML2020 - Duration: 13 Jul 2020 → 18 Jul 2020

Conference	Thirty-seventh International Conference on Machine Learning
Period	13/07/20 → 18/07/20

Access to Document

Interpretability and Explainability in Machine Learning and their Application to Nonlinear Dimensionality Reduction
Author: Bibal, A., 16 Nov 2020
Supervisor: FRENAY, B. (Supervisor), VANHOOF, W. (President), Cleve, A. (Jury), Dumas, B. (Jury), Lee, J. A. (External person) (Jury) & Galarraga, L. A. (External person) (Jury)
Student thesis: Doc types › Doctor of Sciences

@inproceedings{4c13974296c547278b93c7c46b0cda40,

title = "Impact of Legal Requirements on Explainability in Machine Learning",

author = "ADRIEN BIBAL and Michael LOGNOUL and {DE STREEL}, Alexandre and BENOIT FRENAY",

year = "2020",

language = "English",

booktitle = "ICML Law & Machine Learning Workshop",

note = "Thirty-seventh International Conference on Machine Learning : ICML2020 ; Conference date: 13-07-2020 Through 18-07-2020",

}